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Ettoury S, Louati S, Saad I, Bentayebi K, Zarrik O, Bourkadi JE, Belyamani L, Daali Y, Eljaoudi R. Association of GST polymorphism with adverse drug reactions: an analysis across multiple drug categories. Expert Opin Drug Metab Toxicol 2025; 21:191-201. [PMID: 39501971 DOI: 10.1080/17425255.2024.2426616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 11/04/2024] [Indexed: 11/08/2024]
Abstract
INTRODUCTION Adverse drug reactions (ADRs) pose a significant challenge in clinical practice, impacting patient safety and treatment outcomes. Genetic variations in drug-metabolizing enzymes, particularly glutathione S-transferases (GSTs), have been implicated in modulating individual susceptibility to ADRs. AREAS COVERED This overview aims to explore the association between GSTs genetic polymorphisms and ADRs across diverse drug categories documented in current literature. Here we cover antiepileptic, immunosuppressive, chemotherapeutic agents, analgesics, antivirals, and antibiotics. EXPERT OPINION According to the existing literature, the association between genetic polymorphisms in GST theta (GSTT1), GST mu (GSTM1), and GST pi (GSTP1) and adverse drug reaction occurrence has been frequently reported. However, the strength of these associations varies considerably among studies, with some showing inconsistent or contradictory results, underscoring the need for further investigations.
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Affiliation(s)
- Soukaina Ettoury
- Medical Biotechnology Laboratory, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco
| | - Sara Louati
- Medical Biotechnology Laboratory, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco
| | - Ibtissam Saad
- Medical Biotechnology Laboratory, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco
| | - Kaoutar Bentayebi
- Medical Biotechnology Laboratory, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco
| | - Oumaima Zarrik
- Medical Biotechnology Laboratory, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco
| | - Jamal Eddine Bourkadi
- Respiratory Department, Moulay Youssef University Hospital, University of Mohammed V, Rabat, Morocco
| | - Lahcen Belyamani
- Mohammed V Military Teaching Hospital/Faculty of Medicine and Pharmacy, University Mohammed V, Rabat, Morocco
| | - Youssef Daali
- Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Division of Clinical Pharmacology and Toxicology, Geneva University Hospitals, Geneva, Switzerland
- School of Pharmaceutical Sciences, Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland
| | - Rachid Eljaoudi
- Medical Biotechnology Laboratory, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco
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Gajęcka M, Otrocka-Domagała I, Brzuzan P, Zielonka Ł, Dąbrowski M, Gajęcki MT. Influence of deoxynivalenol and zearalenone on the immunohistochemical expression of oestrogen receptors and liver enzyme genes in vivo in prepubertal gilts. Arch Toxicol 2023; 97:2155-2168. [PMID: 37328583 PMCID: PMC10322793 DOI: 10.1007/s00204-023-03502-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/20/2023] [Indexed: 06/18/2023]
Abstract
Deoxynivalenol (DON) and zearalenone (ZEN) are often detected in plant materials used to produce feed for pre-pubertal gilts. Daily exposure to small amounts of these mycotoxins causes subclinical conditions in pigs and affects various biological processes (e.g. mycotoxin biotransformation). The aim of this preclinical study was to evaluate the effect of low monotonic doses of DON and ZEN (12 µg/kg body weight-BW-and 40 µg/kg BW, respectively), administered alone or in combination to 36 prepubertal gilts for 42 days, on the degree of immunohistochemical expression of oestrogen receptors (ERs) in the liver and the mRNA expression of genes encoding selected liver enzymes during biotransformation processes. The level of expression of the analysed genes proves that the tested mycotoxins exhibit variable biological activity at different stages of biotransformation. The biological activity of low doses of mycotoxins determines their metabolic activity. Therefore, taking into account the impact of low doses of mycotoxins on energy-intensive processes and their endogenous metabolism, it seems that the observed situation may lead to the activation of adaptation mechanisms.
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Affiliation(s)
- Magdalena Gajęcka
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13/29, 10-718, Olsztyn, Poland
| | - Iwona Otrocka-Domagała
- Department of Pathological Anatomy, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13D, 10-718, Olsztyn, Poland
| | - Paweł Brzuzan
- Department of Environmental Biotechnology, Faculty of Environmental Sciences and Fisheries, University of Warmia and Mazury in Olsztyn, Słoneczna 45G, 10-719, Olsztyn, Poland
| | - Łukasz Zielonka
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13/29, 10-718, Olsztyn, Poland
| | - Michał Dąbrowski
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13/29, 10-718, Olsztyn, Poland
| | - Maciej T. Gajęcki
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13/29, 10-718, Olsztyn, Poland
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Zhu Y, Yang JH, Hu JP, Qiao M. Association of glutathione S-transferases (GSTT1, GSTM1 and GSTP1) genes polymorphisms with nonalcoholic fatty liver disease susceptibility: A PRISMA-compliant systematic review and meta-analysis. Medicine (Baltimore) 2022; 101:e30803. [PMID: 36197156 PMCID: PMC9509130 DOI: 10.1097/md.0000000000030803] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Glutathione S-transferases (GSTs) genes single-nucleotide polymorphisms (SNPs) have been connected with the susceptibility of nonalcoholic fatty liver disease (NAFLD), but with inconsistent results across the current evidences. The present work was schemed to explore the association between GSTs genes polymorphisms and the NAFLD vulnerability via meta-analysis. METHODS PubMed, Web of Science, Cochrane Library, China National Knowledge Infrastructure and Wanfang were retrieved for eligible literatures previous to March 10, 2021. The odds ratio (OR) of the dichotomic variables and the standardized mean difference of quantitative variables with corresponding 95% confidence intervals (95%CIs) were computed to evaluate the strength of the associations. The quality of included studies were assessed via using Newcastle-Ottawa Scale (NOS). RESULTS In total, 7 case-control studies encompassing 804 NAFLD patients and 1362 disease-free controls in this meta-analysis. Ultimately, this analysis included 6, 5 and 5 studies for GSTM1, GSTT1 and GSTP1 polymorphisms, respectively. The pooled data revealed that the GSTs genes SNPs had conspicuous associations with NAFLD susceptibility: for GSTM1, null versus present, OR = 1.46, 95%CI 1.20 to 1.79, P = .0002; for GSTT1, null versus present, OR = 1.34, 95%CI 1.06 to 1.68, P = .01; for GSTP1, Ile/Val or Val/Val versus Ile/Ile, OR = 1.60, 95%CI 1.23 to 2.09, P = .0005. CONCLUSION This work revealed that the GSTM1 null, GSTT1 null and GSTP1-Val genotypes might be related to increased NAFLD susceptibility.
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Affiliation(s)
- Yi Zhu
- Department of Pharmacy, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Jian-Hua Yang
- Department of Pharmacy, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Jun-Ping Hu
- College of Pharmacy, Xinjiang Medical University, Urumqi, China
| | - Ming Qiao
- Department of Pharmacy, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- *Correspondence: Ming Qiao, Department of Pharmacy, The First Affiliated Hospital of Xinjiang Medical University, 137 Liyushan Avenue, Xinshi District, Urumqi, Xinjiang 830011, China (e-mail: )
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The Association of HLA-B*35 and GSTT1 Genotypes and Hepatotoxicity in Thai People Living with HIV. J Pers Med 2022; 12:jpm12060940. [PMID: 35743726 PMCID: PMC9225434 DOI: 10.3390/jpm12060940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 05/28/2022] [Accepted: 06/06/2022] [Indexed: 11/25/2022] Open
Abstract
Glutathione s-transferase (GST) is a family of drug-metabolizing enzymes responsible for metabolizing and detoxifying drugs and xenobiotic substances. Therefore, deletion polymorphisms of GSTs can be implicated in developing several pathological conditions, including antiretroviral drug-induced liver injury (ARVDILI). Notably, GST polymorphisms have been shown to be associated with ARVDILI risk. However, data on GST polymorphisms in the Thai population are limited. Therefore, this study investigated possible associations between GST genetic polymorphisms and ARVDILI development. A total of 362 people living with HIV (PLHIV) and 85 healthy controls from multiple centers were enrolled. GSTM1 and GSTT1 genetic polymorphisms were determined using polymerase chain reactions. In addition, HLA genotypes were determined using a sequence-based HLA typing method. After comparing GST genotypic frequencies, there was no significant difference between PLHIV and healthy volunteers. However, while observing the PLHIV group, GSTT1 wild type was significantly associated with a 2.04-fold increased risk of ARVDILI (95%CI: 1.01, 4.14; p = 0.045). Interestingly, a combination of GSTT1 wild type and HLA-B*35:05 was associated with a 2.28-fold higher risk of ARVDILI (95%CI: 1.15, 4.50; p = 0.02). Collectively, GSTT1 wild type and a combination of GSTT1 wild type plus HLA-B*35:05 were associated with susceptibility to ARVDILI in the Thai population.
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Gajęcka M, Mróz M, Brzuzan P, Onyszek E, Zielonka Ł, Lipczyńska-Ilczuk K, Przybyłowicz KE, Babuchowski A, Gajęcki MT. Correlations between Low Doses of Zearalenone, Its Carryover Factor and Estrogen Receptor Expression in Different Segments of the Intestines in Pre-Pubertal Gilts-A Study Protocol. Toxins (Basel) 2021; 13:toxins13060379. [PMID: 34073248 PMCID: PMC8227742 DOI: 10.3390/toxins13060379] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/14/2021] [Accepted: 05/25/2021] [Indexed: 11/24/2022] Open
Abstract
Plant materials can be contaminated with Fusarium mycotoxins and their derivatives, whose toxic effects on humans and animals may remain subclinical. Zearalenone (ZEN), a low-molecular-weight compound, is produced by molds in crop plants as a secondary metabolite. The objective of this study will be to analyze the in vivo correlations between very low monotonic doses of ZEN (5, 10, and 15 μg ZEN/kg body weight—BW for 42 days) and the carryover of this mycotoxin and its selected metabolites from the intestinal contents to the intestinal walls, the mRNA expression of estrogen receptor alfa (ERα) and estrogen receptor beta (ERβ) genes, and the mRNA expression of genes modulating selected colon enzymes (CYP1A1 and GSTP1) in the intestinal mucosa of pre-pubertal gilts. An in vivo experiment will be performed on 60 clinically healthy animals with initial BW of 14.5 ± 2 kg. The gilts will be randomly divided into a control group (group C, n = 15) and three experimental groups (group ZEN5, group ZEN10, and group ZEN15; n = 15). Group ZEN5 will be administered per os 5 μg ZEN/kg BW (MABEL), group ZEN10—10 μg ZEN/kg BW (NOAEL), and group ZEN15—15 µg ZEN/kg BW (low LOAEL). In each group, five animals will be euthanized on analytical dates 1 (exposure day 7), 2 (exposure day 21), and 3 (exposure day 42). Samples for in vitro analyses will be collected from an intestinal segment resected from the following regions: the third (horizontal) part of the duodenum, jejunum, ileum, cecum, ascending colon, transverse colon, and descending colon. The experimental material will be collected under special conditions, and it will be transported to specialist laboratories where samples will be obtained for further analyses.
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Affiliation(s)
- Magdalena Gajęcka
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718 Olsztyn, Poland; (M.M.); (Ł.Z.); (M.T.G.)
- Correspondence:
| | - Magdalena Mróz
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718 Olsztyn, Poland; (M.M.); (Ł.Z.); (M.T.G.)
| | - Paweł Brzuzan
- Department of Environmental Biotechnology, Faculty of Environmental Sciences and Fisheries, University of Warmia and Mazury in Olsztyn, Słoneczna 45G, 10-719 Olsztyn, Poland;
| | - Ewa Onyszek
- Dairy Industry Innovation Institute Ltd., Kormoranów 1, 11-700 Mrągowo, Poland; (E.O.); (A.B.)
| | - Łukasz Zielonka
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718 Olsztyn, Poland; (M.M.); (Ł.Z.); (M.T.G.)
| | - Karolina Lipczyńska-Ilczuk
- Department of Epizootiology, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13/01, 10-718 Olsztyn, Poland;
| | - Katarzyna E. Przybyłowicz
- Department of Human Nutrition, Faculty of Food Sciences, University of Warmia and Mazury in Olsztyn, Słoneczna 45F, 10-719 Olsztyn, Poland;
| | - Andrzej Babuchowski
- Dairy Industry Innovation Institute Ltd., Kormoranów 1, 11-700 Mrągowo, Poland; (E.O.); (A.B.)
| | - Maciej T. Gajęcki
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718 Olsztyn, Poland; (M.M.); (Ł.Z.); (M.T.G.)
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Pagnotta PA, Melito VA, Lavandera JV, Parera VE, Rossetti MV, Zuccoli JR, Buzaleh AM. Role of ABCB1 and glutathione S-transferase gene variants in the association of porphyria cutanea tarda and human immunodeficiency virus infection. Biomed Rep 2020; 14:22. [PMID: 33335728 PMCID: PMC7739863 DOI: 10.3892/br.2020.1398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 10/13/2020] [Indexed: 12/11/2022] Open
Abstract
In Argentina, porphyria cutanea tarda (PCT) is strongly associated with infection with human immunodeficiency virus (HIV); however, whether the onset of this disease is associated with HIV infection and/or the antiretroviral therapy has not been determined. The ABCB1 gene variants c.1236C>T, c.2677G>T/A and c.3435C>T affect drug efflux. The GSTT1 null, GSTM1 null and GSTP1 (c.313A>G) gene variants alter Glutathione S-transferase (GST) activity, modifying the levels of xenobiotics. The aim of the present study was to evaluate the role of genetic variants in initiation of PCT and to analyze the genetic basis of the PCT-HIV association. Control individuals, and HIV, PCT and PCT-HIV patients were recruited, PCR-restriction fragment length polymorphism was used to genotype the ABCB1 and GSTP1 variants, and multiplex PCR was used to study the GSTM1 and GSTT1 variants. The high frequency of c.3435C>T (PCT and PCT-HIV) and c.1236C>T (PCT) suggested that the onset of PCT were not specifically related to HIV infection or antiretroviral therapy for these variants. c.2677G>T/A frequencies in the PCT-HIV patients were higher compared with the other groups, suggesting that a mechanism involving antiretroviral therapy served a role in this association. PCT-HIV patients also had a high frequency of GSTT1 null and low frequency for GSTM1 null variants; thus, the genetic basis for PCT onset may involve a combination between the absence of GSTT1 and the presence of GSTM1. In conclusion, genes encoding for proteins involved in the flow and metabolism of xenobiotics may influence the PCT-HIV association. The present study is the first to investigate the possible role of GST and ABCB1 gene variants in the triggering of PCT in HIV-infected individuals, to the best of our knowledge, and may provide novel insights into the molecular basis of the association between PCT and HIV.
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Affiliation(s)
- Priscila Ayelén Pagnotta
- Centro de Investigaciones sobre Porfirinas y Porfirias, Universidad de Buenos Aires, Argentina-National Scientific and Technical Research Council, Hospital de Clínicas José de San Martín, Buenos Aires 1120, Argentina.,Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires 1428, Argentina
| | - Viviana Alicia Melito
- Centro de Investigaciones sobre Porfirinas y Porfirias, Universidad de Buenos Aires, Argentina-National Scientific and Technical Research Council, Hospital de Clínicas José de San Martín, Buenos Aires 1120, Argentina.,Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires 1428, Argentina
| | - Jimena Verónica Lavandera
- Cátedra de Bromatología y Nutrición, Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral, Santa Fe 3000, Argentina
| | - Victoria Estela Parera
- Centro de Investigaciones sobre Porfirinas y Porfirias, Universidad de Buenos Aires, Argentina-National Scientific and Technical Research Council, Hospital de Clínicas José de San Martín, Buenos Aires 1120, Argentina
| | - María Victoria Rossetti
- Centro de Investigaciones sobre Porfirinas y Porfirias, Universidad de Buenos Aires, Argentina-National Scientific and Technical Research Council, Hospital de Clínicas José de San Martín, Buenos Aires 1120, Argentina
| | - Johanna Romina Zuccoli
- Centro de Investigaciones sobre Porfirinas y Porfirias, Universidad de Buenos Aires, Argentina-National Scientific and Technical Research Council, Hospital de Clínicas José de San Martín, Buenos Aires 1120, Argentina
| | - Ana Maria Buzaleh
- Centro de Investigaciones sobre Porfirinas y Porfirias, Universidad de Buenos Aires, Argentina-National Scientific and Technical Research Council, Hospital de Clínicas José de San Martín, Buenos Aires 1120, Argentina.,Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires 1428, Argentina
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Gorska AM, Eugenin EA. The Glutamate System as a Crucial Regulator of CNS Toxicity and Survival of HIV Reservoirs. Front Cell Infect Microbiol 2020; 10:261. [PMID: 32670889 PMCID: PMC7326772 DOI: 10.3389/fcimb.2020.00261] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 05/04/2020] [Indexed: 12/11/2022] Open
Abstract
Glutamate (Glu) is the most abundant excitatory neurotransmitter in the central nervous system (CNS). HIV-1 and viral proteins compromise glutamate synaptic transmission, resulting in poor cell-to-cell signaling and bystander toxicity. In this study, we identified that myeloid HIV-1-brain reservoirs survive in Glu and glutamine (Gln) as a major source of energy. Thus, we found a link between synaptic compromise, metabolomics of viral reservoirs, and viral persistence. In the current manuscript we will discuss all these interactions and the potential to achieve eradication and cure using this unique metabolic profile.
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Affiliation(s)
- Anna Maria Gorska
- Department of Neuroscience, Cell Biology, and Anatomy, The University of Texas Medical Branch, Galveston, TX, United States
| | - Eliseo A Eugenin
- Department of Neuroscience, Cell Biology, and Anatomy, The University of Texas Medical Branch, Galveston, TX, United States
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Kassogue Y, Diakite B, Kassogue O, Konate I, Tamboura K, Diarra Z, Dehbi H, Nadifi S, Traore CB, Dao S, Doumbia S, Dolo G. Genetic polymorphism of drug metabolism enzymes (GSTM1, GSTT1 and GSTP1) in the healthy Malian population. Mol Biol Rep 2019; 47:393-400. [PMID: 31650384 DOI: 10.1007/s11033-019-05143-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 10/15/2019] [Indexed: 12/20/2022]
Abstract
Glutathione S-transferase genes, known to be highly polymorphic, are implicated in the process of phase II metabolism of many substrates, including xenobiotics, anticancer and anti-infective drugs. The detoxification activity is linked to individual genetic makeup. Therefore, the identification of alleles and genotypes in these genes within a population may help to better design genetic susceptibility and pharmacogenetic studies. We performed the present study to establish the frequencies of the GSTM1, GSTT1, and GSTP1 c. 313A > G (rs1695) polymorphisms in 206 individuals of the Malian healthy population. GSTM1 and GSTT1 were genotyped by using multiplex polymerase chain reaction, whereas genotypes of GSTP1 were identified by polymerase chain reaction followed by restriction fragment length polymorphism. The frequencies of GSTM1-null and GSTT1-null genotypes were respectively 24.3 and 41.3%. The observed genotype frequencies for GSTP1 were 25.73% homozygous wild-type AA, 49.03% heterozygous AG and 25.24% homozygous mutant GG. The frequency of GSTP1-A allele was 50.24% versus 49.76% for the GSTP1-G allele. The distribution of these three genes was homogeneous between men and women (p > 0.05). We found no statistical association between the presence of a particular profile of GSTM1 or GSTT1 with the genotypes of GSTP1 (p > 0.05). Nevertheless, we noticed that the majority of the individuals harboring the GSTM1-present or the GSTT1-present harbor also the GSTP1-AG genotype. In addition, the triple genotype GSTM1-present/GSTT1-present/AG was the most frequent with 25.2%. Our findings will facilitate future studies regarding genetic associations of multifactorial diseases and pharmacogenetic, thus opening the way to personalized medicine in our population.
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Affiliation(s)
- Yaya Kassogue
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali.
| | - Brehima Diakite
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
| | - Oumar Kassogue
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
| | - Issa Konate
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
| | - Kadidiatou Tamboura
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
| | - Zoumana Diarra
- Center of Listening, Care, Animation and Counseling, Bamako, Mali
| | - Hind Dehbi
- Genetics and Molecular Pathology Laboratory, Medical School of Casablanca, University Hassan II, Casablanca, Morocco
| | - Sellama Nadifi
- Genetics and Molecular Pathology Laboratory, Medical School of Casablanca, University Hassan II, Casablanca, Morocco
| | - Cheick Bougadari Traore
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
| | - Sounkalo Dao
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
| | - Seydou Doumbia
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
| | - Guimogo Dolo
- Faculty of Medicine and Odontostomatology, University of Sciences Techniques and Technologies of Bamako, Point G, BP. 1805, Bamako, Mali
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Smith SD, Kawash JK, Grigoriev A. Lightning-fast genome variant detection with GROM. Gigascience 2018; 6:1-7. [PMID: 29048532 PMCID: PMC5737730 DOI: 10.1093/gigascience/gix091] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2017] [Accepted: 09/13/2017] [Indexed: 12/30/2022] Open
Abstract
Current human whole genome sequencing projects produce massive amounts of data, often creating significant computational challenges. Different approaches have been developed for each type of genome variant and method of its detection, necessitating users to run multiple algorithms to find variants. We present Genome Rearrangement OmniMapper (GROM), a novel comprehensive variant detection algorithm accepting aligned read files as input and finding SNVs, indels, structural variants (SVs), and copy number variants (CNVs). We show that GROM outperforms state-of-the-art methods on 7 validated benchmarks using 2 whole genome sequencing (WGS) data sets. Additionally, GROM boasts lightning-fast run times, analyzing a 50× WGS human data set (NA12878) on commonly available computer hardware in 11 minutes, more than an order of magnitude (up to 72 times) faster than tools detecting a similar range of variants. Addressing the needs of big data analysis, GROM combines in 1 algorithm SNV, indel, SV, and CNV detection, providing superior speed, sensitivity, and precision. GROM is also able to detect CNVs, SNVs, and indels in non-paired-read WGS libraries, as well as SNVs and indels in whole exome or RNA sequencing data sets.
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Affiliation(s)
- Sean D Smith
- Department of Biology, Center for Computational and Integrative Biology, Rutgers University, 315 Penn St, Camden 08102, NJ, USA
| | - Joseph K Kawash
- Department of Biology, Center for Computational and Integrative Biology, Rutgers University, 315 Penn St, Camden 08102, NJ, USA
| | - Andrey Grigoriev
- Department of Biology, Center for Computational and Integrative Biology, Rutgers University, 315 Penn St, Camden 08102, NJ, USA
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Kuleape JA, Tagoe EA, Puplampu P, Bonney EY, Quaye O. Homozygous deletion of both GSTM1 and GSTT1 genes is associated with higher CD4+ T cell counts in Ghanaian HIV patients. PLoS One 2018; 13:e0195954. [PMID: 29795558 PMCID: PMC5967833 DOI: 10.1371/journal.pone.0195954] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Accepted: 04/03/2018] [Indexed: 11/18/2022] Open
Abstract
Glutathione S-transferase (GST) family of enzymes are involved in a two-stage detoxification process of a wide range of environmental toxins, carcinogens and xenobiotics. The GST enzymes play important roles in oxidative stress pathways, and polymorphisms in the GSTM1 and GSTT1 genes mediate susceptibility and outcome in different diseases. Human immunodeficiency virus (HIV) infection is associated with oxidative stress, but there is limited data on the frequency of deleted GSTM1 and GSTT1 genes in HIV/AIDS patients and their effect on progression among Ghanaians. This study sought to investigate the association between homozygous deletion of GSTM1 and GSTT1 genes (both null deletion) with HIV/AIDS disease progression in Ghanaian patients. HIV-infected individuals on antiretroviral therapy (ART), ART-naïve HIV patients, and HIV seronegative individuals were recruited for the study. HIV/AIDS disease progression was assessed by measuring CD4+ cell count and viral load of the patients, and GST polymorphism was determined by amplifying the GSTT1 and GSTM1 genes using multiplex PCR, with CYP1A1 gene as an internal control. The mean CD4+ count of patients that were naïve to ART (298 ± 243 cells/mm3) was significantly lower than that of patients on ART (604 ± 294 cells/mm3), and viral load was significantly lower in the ART-experienced group (30379 ± 15073 copies/mm3) compared to the ART-naïve group (209882 ± 75045 copies/mm3). Frequencies of GSTM1 and GSTT1 deletions were shown to be 21.9% and 19.8%, respectively, in the HIV patients, and patients with homozygous deletion of both GSTM1 and GSTT1 were more likely to have their CD4+ count rising above 350 cells/mm3 (OR = 6.44, 95% CI = 0.81-51.49, p = 0.039) suggesting that patients with homozygous deletion of GSTM1 and GSTT1 genes have slower disease progression. The findings of this study show that double deletion of glutathione S-transferases M1 and T1 is statistically associated with normal CD4+ count in patients diagnosed with HIV/AIDS. Further study is required to investigate the clinical importance of the both null deletion in HIV patients.
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Affiliation(s)
- Joshua Agbemefa Kuleape
- West African Centre for Cell Biology of Infectious Pathogens (WACCBIP), Department of Biochemistry, Cell and Molecular Biology, University of Ghana, Legon, Accra, Ghana
| | - Emmanuel Ayitey Tagoe
- West African Centre for Cell Biology of Infectious Pathogens (WACCBIP), Department of Biochemistry, Cell and Molecular Biology, University of Ghana, Legon, Accra, Ghana
| | - Peter Puplampu
- Department of Medicine, Korle Bu Teaching Hospital, Accra, Ghana
| | - Evelyn Yayra Bonney
- Noguchi Memorial Institute for Medical Research, University of Ghana, Legon, Accra, Ghana
| | - Osbourne Quaye
- West African Centre for Cell Biology of Infectious Pathogens (WACCBIP), Department of Biochemistry, Cell and Molecular Biology, University of Ghana, Legon, Accra, Ghana
- * E-mail:
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11
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Ciccacci C, Latini A, Politi C, Mancinelli S, Marazzi MC, Novelli G, Palombi L, Borgiani P. Impact of glutathione transferases genes polymorphisms in nevirapine adverse reactions: a possible role for GSTM1 in SJS/TEN susceptibility. Eur J Clin Pharmacol 2017; 73:1253-1259. [PMID: 28689274 DOI: 10.1007/s00228-017-2295-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 06/29/2017] [Indexed: 12/12/2022]
Abstract
PURPOSE Nevirapine (NVP) is used in developing countries as first-line treatment of HIV infection. Unfortunately, its use is associated with common serious adverse drug reactions, such as liver toxicity and the most severe and rare Stevens-Johnson syndrome (SJS) and toxic epidermal necrolysis (TEN). GSTT1 and GSTM1 genes code for enzymes involved in the metabolism of a wide range of drugs. We hypothesized that this gene variability could be implicated in NVP adverse reactions. METHODS We analyzed the GSTM1 and GSTT1 null genotypes by multiplex PCR in a population of 181 patients from Mozambique, treated with NVP. A case/control association study was performed. We also counted the number of risk alleles in SJS/TEN patients and in controls, including the GSTM1 null genotype and four previously identified risk alleles in CYP2B6, HCP5, and TRAF3IP2 genes. RESULTS Among patients, 27 had developed SJS/TEN and 76 had developed hepatotoxicity during the treatment. The GSTM1 null genotype was more frequent in the cases with SJS/TEN than in the controls (OR = 2.94, P = 0.027). This association is also observed when other risk factors are taken into account, by a multivariate analysis (P = 0.024 and OR = 3.58). The risk allele counting analysis revealed a significantly higher risk for SJS/TEN in patients carrying three or four risk alleles. Moreover, all subjects with five or six risk alleles developed SJS/TEN, while subjects without any risk alleles were present only in the control group. CONCLUSIONS We observed an association between GSTM1 and SJS/TEN susceptibility. Moreover, GSTM1 contributes to the definition of a genetic risk profile for SJS/TEN susceptibility.
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Affiliation(s)
- Cinzia Ciccacci
- Department of Biomedicine and Prevention, Genetics Section, University of Rome Tor Vergata, Via Montpellier 1, 00133, Rome, Italy.
| | - Andrea Latini
- Department of Biomedicine and Prevention, Genetics Section, University of Rome Tor Vergata, Via Montpellier 1, 00133, Rome, Italy
| | - Cristina Politi
- Department of Biomedicine and Prevention, Genetics Section, University of Rome Tor Vergata, Via Montpellier 1, 00133, Rome, Italy
| | - Sandro Mancinelli
- Department of Biomedicine and Prevention, Epidemiology Section, University of Rome Tor Vergata, 00133, Rome, Italy
| | - Maria C Marazzi
- Department of Human Sciences, LUMSA University, 00193, Rome, Italy
| | - Giuseppe Novelli
- Department of Biomedicine and Prevention, Genetics Section, University of Rome Tor Vergata, Via Montpellier 1, 00133, Rome, Italy
| | - Leonardo Palombi
- Department of Biomedicine and Prevention, Epidemiology Section, University of Rome Tor Vergata, 00133, Rome, Italy
| | - Paola Borgiani
- Department of Biomedicine and Prevention, Genetics Section, University of Rome Tor Vergata, Via Montpellier 1, 00133, Rome, Italy
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Dekker SJ, Zhang Y, Vos JC, Vermeulen NPE, Commandeur JNM. Different Reactive Metabolites of Nevirapine Require Distinct Glutathione S-Transferase Isoforms for Bioinactivation. Chem Res Toxicol 2016; 29:2136-2144. [DOI: 10.1021/acs.chemrestox.6b00250] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Stefan J. Dekker
- Division of Molecular Toxicology,
Amsterdam Institute for Molecules Medicine and Systems (AIMMS), Vrije Universiteit, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Yongjie Zhang
- Division of Molecular Toxicology,
Amsterdam Institute for Molecules Medicine and Systems (AIMMS), Vrije Universiteit, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - J. Chris Vos
- Division of Molecular Toxicology,
Amsterdam Institute for Molecules Medicine and Systems (AIMMS), Vrije Universiteit, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Nico P. E. Vermeulen
- Division of Molecular Toxicology,
Amsterdam Institute for Molecules Medicine and Systems (AIMMS), Vrije Universiteit, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Jan N. M. Commandeur
- Division of Molecular Toxicology,
Amsterdam Institute for Molecules Medicine and Systems (AIMMS), Vrije Universiteit, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
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